{"id":"W6990628831","doi":"","title":"The effect of Li on the petrogenesis of granitic pegmatites","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pegmatite; Petrogenesis; Crystallization; Spodumene; Albite; Quartz; Feldspar; Saturation (graph theory); Plagioclase","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001262236,0.000486665,0.0005793283,0.0002007432,0.0004607583,0.00004657834,0.0006517688,0.0003531581,0.00005839168],"category_scores_gemma":[0.001630239,0.000314162,0.0003185373,0.0005004602,0.00007066806,0.0001142439,0.00003075369,0.0007054816,0.00008095278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554378,"about_ca_system_score_gemma":0.00002229345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003174066,"about_ca_topic_score_gemma":0.00008073753,"domain_scores_codex":[0.997594,0.0003455433,0.0006795274,0.0002963386,0.0007410541,0.0003435551],"domain_scores_gemma":[0.9969187,0.001562308,0.0003270891,0.0006998027,0.0003764474,0.0001156926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001470124,0.0003706372,0.0002880286,0.007007841,0.004403037,0.00004379819,0.0002537032,0.2124508,0.04836352,0.09760112,0.000174726,0.6275726],"study_design_scores_gemma":[0.002028528,0.001156285,0.0007618841,0.001875601,0.001082051,0.00001747666,0.001127982,0.01596078,0.9618246,0.006006025,0.006579363,0.001579428],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700102,0.001248653,9.012069e-7,0.000008207526,0.001374673,0.0005264186,0.0003628279,0.0002046101,0.02626352],"genre_scores_gemma":[0.9978775,0.0003504812,0.0004046774,0.00001578045,0.0000413596,0.0001206719,0.0002228419,0.0001740036,0.0007926882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9134611,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100249832300437,"score_gpt":0.2221364722344541,"score_spread":0.2121114890044104,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}